documentation/docs/guide/experiments/compare-experiments.md

metadata

description: >-
  The H2O LLM studio provides a useful feature to compare experiments which
  allow comparing multiple experiments and analyzing how different model
  parameters affect model performance.

Compare experiments

The H2O LLM studio provides a useful feature to compare experiments which allow comparing multiple experiments and analyzing how different model parameters affect model performance.

Follow the relevant steps below to compare experiments in H2O LLM Studio.

1. On the H2O LLM Studio left-navigation pane, click View experiments.

2. Click Compare experiments.

3. Select the experiments you want to compare.

4. Click Compare experiments.

   

   The Charts tab visually represents the comparison of train/validation loss, metrics, and learning rate of selected experiments. The Config tab compares the configuration settings of selected experiments.

:::info note In addition, H2O LLM Studio also integrates with Neptune, a powerful experiment tracking platform. By enabling Neptune logging when starting an experiment, you can easily track and visualize all aspects of your experiment in real time. This includes model performance, hyperparameter tuning, and other relevant metrics. :::